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PaperAI Agentsv1.0

MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

by Tsinghua / Peking University / DeepWisdom · open-source · Last verified 2026-03-17

Presents MetaGPT, a multi-agent framework that encodes human workflows as Standardized Operating Procedures (SOPs) for LLM agents acting as specialized software roles. By assigning product manager, architect, engineer, and QA roles, MetaGPT produces complete, executable codebases from natural language requirements with higher quality than prior approaches.

https://arxiv.org/abs/2308.00352
B+
B+Good
Adoption: AQuality: AFreshness: BCitations: AEngagement: F

Specifications

License
MIT
Pricing
open-source
Capabilities
software-engineering, multi-agent, code-generation, sop-design, role-specialization
Integrations
Use Cases
automated-software-development, multi-agent-orchestration, research
API Available
No
Tags
agents, multi-agent, software-engineering, sop, code-generation
Added
2026-03-17
Completeness
100%

Index Score

71.7
Adoption
82
Quality
87
Freshness
65
Citations
86
Engagement
0

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